Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9503356 0.9558650 0.9891796 0.9475918
bt 0.7946309 0.9870061 0.8529551 0.5772653
maxnet 0.6442953 0.8926015 0.7406163 0.4295918
gam NA 0.9220187 NA NA
glm NA 0.8076810 NA NA

Variable Importance